Representation Learning

LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025 LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation ACL 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers NAACL 2025 LLMs as a synthesis between symbolic and distributed approaches to language EMNLP 2025 LLMs Can Compensate for Deficiencies in Visual Representations EMNLP 2025 LLMs Don’t Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations EMNLP 2025 LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models ICML 2025 LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025 Locality Sensitive Avatars From Video ICLR 2025 Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer ICCV 2025 LOCORE: Image Re-ranking with Long-Context Sequence Modeling CVPR 2025 LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models ICCV 2025 Logical Table-to-Text Generation: Challenges, Methods, and Reasoning IJCNLP 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025 Long-Context Linear System Identification ICLR 2025 Long-Context State-Space Video World Models ICCV 2025 LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement ICLR 2025 Long-Sequence Recommendation Models Need Decoupled Embeddings ICLR 2025 Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025 Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning IJCAI 2025 Look Around Before Locating: Considering Content and Structure Information for Visual Grounding AAAI 2025 Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025 LookCloser: Frequency-aware Radiance Field for Tiny-Detail Scene CVPR 2025